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» Experiments in Predicting Biodegradability
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SIGIR
2003
ACM
14 years 2 months ago
Collaborative filtering via gaussian probabilistic latent semantic analysis
Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, i.e. a database of available user preferences. In this ...
Thomas Hofmann
ATAL
2003
Springer
14 years 2 months ago
A Modular Paradigm for Building Self-Organizing Peer-to-Peer Applications
Peer-to-peer (P2P) technology has undergone rapid growth, producing new protocols and applications, many of which enjoy considerable commercial success and academic interest. Yet, ...
Márk Jelasity, Alberto Montresor, Özal...
ATAL
2003
Springer
14 years 2 months ago
Detecting deception in reputation management
We previously developed a social mechanism for distributed reputation management, in which an agent combines testimonies from several witnesses to determine its ratings of another...
Bin Yu, Munindar P. Singh
CAISE
2003
Springer
14 years 2 months ago
No-redundant Metrics for UML Class Diagram Structural Complexity
In software engineering it is widely acknowledged that the usage of metrics at the initial phases of the object oriented software life cycle can help designers to make better decis...
M. Esperanza Manso, Marcela Genero, Mario Piattini
EPIA
2003
Springer
14 years 2 months ago
Adaptation to Drifting Concepts
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
Gladys Castillo, João Gama, Pedro Medas